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Clarify cache memory and eviction impacts on decode performance
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Clarify GPU load benchmarking options beyond batch size 15
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Document GPU rollout rules and batching optimization options
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Add notes on credit accounting and GPU deployment pipeline
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Relate prices to equate GTM and product bottlenecks
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Remove inference strategy open questions
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Remove outdated inference research notes
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Clarify parallelism and research direction viability criteria
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Clarify prefill and decode bottlenecks in GPU scaling notes
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Clarify that instances are not tensor or pipeline parallelized
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Add prefill and decode disaggregation question to GPU notes
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Clarify GPU scaling and parallel forward pass instance definition
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Add Alex notes on GPUs, instances, and node margins
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Add plans for agentic benchmarking and efficient Astra evaluation
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Expand usability planning for Astra deployment
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